| Topology-Informed Graph Transformer | Feb 3, 2024 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| Convolutional Initialization for Data-Efficient Vision Transformers | Jan 23, 2024 | Inductive Bias | CodeCode Available | 1 |
| Exploring Diffusion Time-steps for Unsupervised Representation Learning | Jan 21, 2024 | Attributecounterfactual | CodeCode Available | 1 |
| Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement | Jan 1, 2024 | Image Quality AssessmentInductive Bias | CodeCode Available | 1 |
| Transformer-based No-Reference Image Quality Assessment via Supervised Contrastive Learning | Dec 12, 2023 | Contrastive LearningImage Quality Assessment | CodeCode Available | 1 |
| TimeDRL: Disentangled Representation Learning for Multivariate Time-Series | Dec 7, 2023 | Inductive BiasRepresentation Learning | CodeCode Available | 1 |
| Energy-based Potential Games for Joint Motion Forecasting and Control | Dec 4, 2023 | Inductive BiasMotion Forecasting | CodeCode Available | 1 |
| MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation | Dec 4, 2023 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation | Dec 4, 2023 | ImputationInductive Bias | CodeCode Available | 1 |
| Recurrent Distance Filtering for Graph Representation Learning | Dec 3, 2023 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding | Nov 30, 2023 | GPUInductive Bias | CodeCode Available | 1 |
| LPFormer: An Adaptive Graph Transformer for Link Prediction | Oct 17, 2023 | Inductive BiasLink Prediction | CodeCode Available | 1 |
| GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics | Oct 13, 2023 | Inductive Bias | CodeCode Available | 1 |
| EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention | Oct 10, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems | Oct 10, 2023 | Graph Neural NetworkInductive Bias | CodeCode Available | 1 |
| How Graph Neural Networks Learn: Lessons from Training Dynamics | Oct 8, 2023 | Inductive Bias | CodeCode Available | 1 |
| xVal: A Continuous Numerical Tokenization for Scientific Language Models | Oct 4, 2023 | Computational EfficiencyInductive Bias | CodeCode Available | 1 |
| Iterative Superquadric Recomposition of 3D Objects from Multiple Views | Sep 5, 2023 | Inductive BiasObject | CodeCode Available | 1 |
| The Local Learning Coefficient: A Singularity-Aware Complexity Measure | Aug 23, 2023 | Inductive BiasLearning Theory | CodeCode Available | 1 |
| E(3)-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning | Aug 23, 2023 | Inductive BiasMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion | Aug 2, 2023 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Fitting Auditory Filterbanks with Multiresolution Neural Networks | Jul 25, 2023 | Inductive BiasKnowledge Distillation | CodeCode Available | 1 |
| Optimizing PatchCore for Few/many-shot Anomaly Detection | Jul 20, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Cumulative Spatial Knowledge Distillation for Vision Transformers | Jul 17, 2023 | Inductive BiasKnowledge Distillation | CodeCode Available | 1 |
| WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution | Jul 1, 2023 | Efficient Neural NetworkImage Super-Resolution | CodeCode Available | 1 |
